Identification of Risk Factors and Phenotypes of Surgical Site Infection in Patients After Abdominal Surgery.

Xufei ZhangYiyu YangPeizhao LiuPeige WangXuemin LiJianwei ZhuWei MaiWeidong JinWenjing LiuZhitao ZhouJiajie WangMeilin WuRui MaJiayu ChiXiuwen WuJian-An Ren

Published in: Annals of surgery (2023)

LCA identified four sub-phenotypes in patients who underwent abdominal surgery. Types γ and δ were critical subgroups with a higher SSI incidence. This phenotype classification can be used to predict SSI after abdominal surgery.

Keyphrases

surgical site infection
end stage renal disease
risk factors
ejection fraction
chronic kidney disease
newly diagnosed
prognostic factors
machine learning
patient reported outcomes